Package: kergp
Type: Package
Title: Gaussian Process Laboratory
Version: 0.5.8
Date: 2024-11-19
Authors@R: c(person(given = "Yves", family = "Deville", role = "aut",
                    email = "deville.yves@alpestat.com",
                    comment = c(ORCID = "0000-0002-1233-488X")),
             person(given = "David", family = "Ginsbourger", role = "aut",
	            email = "david.ginsbourger@stat.unibe.ch",
	            comment = c(ORCID = "0000-0003-2724-2678")),
             person(given = "Olivier", family = "Roustant", role = c("aut", "cre"),
	            email = "roustant@insa-toulouse.fr"),
             person(given = "Nicolas", family = "Durrande", role = "ctb"))
Description: Gaussian process regression with an emphasis on kernels.
        Quantitative and qualitative inputs are accepted. Some
        pre-defined kernels are available, such as radial or tensor-sum
        for quantitative inputs, and compound symmetry, low rank, group
        kernel for qualitative inputs. The user can define new kernels
        and composite kernels through a formula mechanism. Useful
        methods include parameter estimation by maximum likelihood,
        simulation, prediction and leave-one-out validation.
License: GPL-3
Depends: Rcpp (>= 0.10.5), methods, testthat, nloptr, lattice
Suggests: DiceKriging, DiceDesign, inline, foreach, knitr, ggplot2,
        reshape2, corrplot
Imports: MASS, numDeriv, stats4, doParallel, doFuture, utils
LinkingTo: Rcpp
RoxygenNote: 6.0.1
Collate: 'CovFormulas.R' 'allGenerics.R' 'checkGrad.R' 'covComp.R'
        'covMan.R' 'covQual.R' 'q1CompSymm.R' 'q1Symm.R' 'q1LowRank.R'
        'covQualNested.R' 'covQualOrd.R' 'covRadial.R' 'covTS.R'
        'covTP.R' 'covANOVA.R' 'covZZAll.R' 'gp.R' 'kFuns.R'
        'kernelNorm.R' 'kernels1d_Call.R' 'logLikFuns.R' 'methodGLS.R'
        'methodMLE.R' 'miscUtils.R' 'prinKrige.R' 'q1Diag.R'
        'simulate_gp.R' 'warpFuns.R'
NeedsCompilation: yes
Packaged: 2026-07-05 03:37:10 UTC; root
Author: Yves Deville [aut] (<https://orcid.org/0000-0002-1233-488X>),
        David Ginsbourger [aut]
        (<https://orcid.org/0000-0003-2724-2678>), Olivier Roustant
        [aut, cre], Nicolas Durrande [ctb]
Maintainer: Olivier Roustant <roustant@insa-toulouse.fr>
Config/pak/sysreqs: cmake make libuv1-dev
Repository: https://roustant.r-universe.dev
Date/Publication: 2024-11-19 14:40:03 UTC
RemoteUrl: https://github.com/cran/kergp
RemoteRef: HEAD
RemoteSha: 7e1452adbd30ff61858e6c8b85885eaaf151962c